How Readyset Rewrites Your SQL: Inside the Query Transformation Pipeline

Why Query Rewriting Matters for Dataflow Most databases work the same way: a query arrives, the engine builds an execution plan, scans tables, joins rows, filters, aggregates, and returns the result. Every time the query runs, the work repeats from scratch. This pull-based model has served relational databases for decades, but it carries an inherent cost: read latency is proportional to the complexity of the query and the size of the data it touches. Readyset takes a fundamentally different ap

Vassili Zarouba

2026-04-28·17 min read